SpatialBSS: Blind Source Separation for Multivariate Spatial Data
Blind source separation for multivariate spatial data based on simultaneous/joint diagonalization of (robust) local covariance matrices. This package is an implementation of the methods described in Bachoc, Genton, Nordhausen, Ruiz-Gazen and Virta (2020) <doi:10.1093/biomet/asz079>.
| Version: | 0.14-0 |
| Imports: | Rcpp (≥ 1.0.2), JADE, sp, stats, SpatialNP, distances, robustbase |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | sf, knitr, rmarkdown, markdown, gstat |
| Published: | 2023-07-20 |
| DOI: | 10.32614/CRAN.package.SpatialBSS |
| Author: | Christoph Muehlmann
 [aut],
Mika Sipil<e4>
[aut],
Klaus Nordhausen
[aut, cre],
Sara Taskinen
[aut],
Joni Virta [aut] |
| Maintainer: | Klaus Nordhausen <klausnordhausenR at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| CRAN checks: | SpatialBSS results |
Documentation:
| Reference manual: | SpatialBSS.pdf |
| Vignettes: |
SBSS (source, R code) |
Downloads:
| Package source: | SpatialBSS_0.14-0.tar.gz |
| Windows binaries: | r-devel: SpatialBSS_0.14-0.zip, r-release: SpatialBSS_0.14-0.zip, r-oldrel: SpatialBSS_0.14-0.zip |
| macOS binaries: | r-devel (arm64): SpatialBSS_0.14-0.tgz, r-release (arm64): SpatialBSS_0.14-0.tgz, r-oldrel (arm64): SpatialBSS_0.14-0.tgz, r-devel (x86_64): SpatialBSS_0.14-0.tgz, r-release (x86_64): SpatialBSS_0.14-0.tgz, r-oldrel (x86_64): SpatialBSS_0.14-0.tgz |
| Old sources: | SpatialBSS archive |
Reverse dependencies:
| Reverse imports: | BSSoverSpace |
Linking:
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